[{"data":1,"prerenderedAt":1752},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-composio-vs-smithery":9,"compare-a-composio":10,"compare-b-smithery":987},{"tools":4,"reviews":5},78,26,{"tools":4,"reviews":5,"playbooks":7,"news":8},22,21,null,{"id":11,"title":12,"alternatives":13,"api_compatible":9,"body":17,"category":919,"chinese_friendly":292,"cover":920,"description":921,"domestic":922,"extension":923,"faq":924,"free":922,"github":9,"languages":937,"lastVerified":9,"meta":939,"models":9,"navigation":308,"notSuitable":9,"opensource":922,"path":940,"pillar":531,"platforms":941,"priceTable":945,"pricing":957,"published":958,"relatedPlaybooks":959,"relatedReviews":961,"score":963,"self_host":922,"seo":964,"seoTitle":9,"slug":965,"sources":966,"stem":978,"suitable":9,"tagline":979,"tags":980,"updated":969,"verdict":985,"website":872,"__hash__":986},"tools\u002Ftools\u002Fagent\u002Fprotocol\u002Fcomposio.md","Composio",[14,15,16],"agent\u002Fprotocol\u002Fsmithery","agent\u002Fprotocol\u002Fmcp-toolbox","agent\u002Fplatform\u002Flangflow",{"type":18,"value":19,"toc":907},"minimark",[20,25,29,32,35,112,115,135,141,145,150,176,181,207,211,257,569,572,737,740,804,808,837,840,861,864,903],[21,22,24],"h2",{"id":23},"tldr","TL;DR",[26,27,28],"p",{},"Composio 是 AI agent 集成基础设施层，把『agent 接入 1000-10,000+ 真实工具』的复杂度封装为一个 SDK。差异点：1000+ pre-built 集成（GitHub \u002F Slack \u002F Gmail \u002F Salesforce \u002F Notion \u002F Linear \u002F Jira \u002F Google Workspace）+ 托管 OAuth（含自动 token refresh）+ 沙箱执行 + 细粒度 action-level 权限 + 完整审计日志 + 框架无关（MCP \u002F LangChain \u002F CrewAI \u002F Autogen \u002F OpenAI Agents SDK \u002F Claude \u002F ChatGPT 都能用）+ Python \u002F TypeScript SDK + AWS \u002F Zoom \u002F Glean 等企业客户。Tooliverse 评分 8.56\u002F10，295 条多平台评测交叉验证。",[26,30,31],{},"适合：要造 agent 接多个 SaaS 工具的团队；OAuth \u002F token refresh \u002F 错误重试不想自己写；多框架兼容（不锁定 LangChain）；企业 + 合规 + audit log；已有 MCP server 但想要更广覆盖。不适合：单一工具 high-frequency 场景（自接 API 更便宜）；轻量 hobby project（LangChain native tool 够用）；要 1000% 控制集成代码（用开源 MCP server）；数据零云 + 完全自托管（Composio 是 SaaS）。",[21,33,34],{"id":34},"核心能力",[36,37,38,46,52,58,64,70,76,82,88,94,100,106],"ul",{},[39,40,41,45],"li",{},[42,43,44],"strong",{},"1000+ pre-built 集成","：GitHub \u002F Slack \u002F Gmail \u002F Salesforce \u002F Notion \u002F Linear \u002F Jira \u002F Google Workspace 等",[39,47,48,51],{},[42,49,50],{},"托管 OAuth","：OAuth flow + token refresh + multi-user 全自动",[39,53,54,57],{},[42,55,56],{},"沙箱执行","：tool call 在隔离环境跑，安全隔离",[39,59,60,63],{},[42,61,62],{},"action-level 权限","：可精确控制 agent 能做什么（read-only \u002F write \u002F admin）",[39,65,66,69],{},[42,67,68],{},"审计日志","：每次 tool call 完整记录（timestamp \u002F user \u002F args \u002F result）",[39,71,72,75],{},[42,73,74],{},"框架无关","：MCP \u002F LangChain \u002F CrewAI \u002F Autogen \u002F OpenAI Agents SDK \u002F Claude \u002F ChatGPT",[39,77,78,81],{},[42,79,80],{},"Python + TypeScript SDK","：主流 agent 栈都能用",[39,83,84,87],{},[42,85,86],{},"MCP server","：1000+ 工具统一 MCP 入口",[39,89,90,93],{},[42,91,92],{},"多用户 session","：per-user OAuth + 隔离 workspace",[39,95,96,99],{},[42,97,98],{},"自定义工具","：BaseTool 扩展 + JSON schema 验证",[39,101,102,105],{},[42,103,104],{},"企业能力","：SSO \u002F audit \u002F SLA \u002F 私有部署",[39,107,108,111],{},[42,109,110],{},"AWS \u002F Zoom \u002F Glean 客户","：production 验证",[21,113,114],{"id":114},"价格",[36,116,117,123,129],{},[39,118,119,122],{},[42,120,121],{},"Free","：$0；全部 1000+ 集成 + 限月度 action + Python\u002FTS SDK + MCP server",[39,124,125,128],{},[42,126,127],{},"Growth","：按 action 量阶梯；更高额度 + 团队",[39,130,131,134],{},[42,132,133],{},"Enterprise","：联系销售；SSO + audit + 私有部署 + SLA",[136,137,138],"blockquote",{},[26,139,140],{},"真实成本：低频 + 多样工具（每天几百次 action）Free 档够用；high-frequency（每分钟轮询 \u002F 大量 batch）成本陡升，要算清单 action 价格。",[21,142,144],{"id":143},"实测agent-接入多-saas","实测（agent 接入多 SaaS）",[26,146,147],{},[42,148,149],{},"亮点：",[36,151,152,155,158,161,164,167,170,173],{},[39,153,154],{},"集成宽度（1000+）业内最广",[39,156,157],{},"OAuth 全托管省 50% 工程量",[39,159,160],{},"一份 SDK 跑通 CrewAI \u002F LangChain \u002F OpenAI Agents SDK",[39,162,163],{},"沙箱执行 + audit log 让企业合规过关",[39,165,166],{},"AWS \u002F Zoom \u002F Glean 等大客户 = production-grade 信号",[39,168,169],{},"Tooliverse 8.56\u002F10、Toolradar 4.9\u002F5（295 reviews）",[39,171,172],{},"5 分钟可让 CrewAI agent 在 GitHub 上 star 一个 repo",[39,174,175],{},"self-healing tool execution（自动重试 + 错误处理）",[26,177,178],{},[42,179,180],{},"踩坑：",[36,182,183,186,189,192,195,198,201,204],{},[39,184,185],{},"文档『can lag behind rapid feature releases』",[39,187,188],{},"pricing scales steeply for high-frequency use cases",[39,190,191],{},"自定义工具要『master schema validation that documentation doesn't fully demystify』",[39,193,194],{},"冷门集成 action coverage 浅，只支持基础 CRUD",[39,196,197],{},"数据完全 SaaS 化，零云需求不能用",[39,199,200],{},"国内访问偶发慢（CDN 在海外）",[39,202,203],{},"Free 档 action 限额对生产 hobby 也容易撞顶",[39,205,206],{},"vendor lock-in：迁移要重写 OAuth 层",[21,208,210],{"id":209},"上手crewai-5-分钟","上手（CrewAI 5 分钟）",[212,213,218],"pre",{"className":214,"code":215,"language":216,"meta":217,"style":217},"language-bash shiki shiki-themes github-light github-dark","pip install composio composio-crewai crewai\nexport COMPOSIO_API_KEY=***\n","bash","",[219,220,221,243],"code",{"__ignoreMap":217},[222,223,226,230,234,237,240],"span",{"class":224,"line":225},"line",1,[222,227,229],{"class":228},"sScJk","pip",[222,231,233],{"class":232},"sZZnC"," install",[222,235,236],{"class":232}," composio",[222,238,239],{"class":232}," composio-crewai",[222,241,242],{"class":232}," crewai\n",[222,244,246,250,254],{"class":224,"line":245},2,[222,247,249],{"class":248},"szBVR","export",[222,251,253],{"class":252},"sVt8B"," COMPOSIO_API_KEY",[222,255,256],{"class":248},"=***\n",[212,258,262],{"className":259,"code":260,"language":261,"meta":217,"style":217},"language-python shiki shiki-themes github-light github-dark","from composio_crewai import ComposioProvider\nfrom composio import Composio\nfrom crewai import Agent, Task, Crew\n\ncomposio = Composio(provider=ComposioProvider())\nsession = composio.create(user_id=\"alice\", toolkits=[\"github\", \"gmail\"])\ntools = session.tools()\n\n# 手动授权（首次）\nauth = session.authorize(\"github\")\nprint(f\"Visit: {auth.redirect_url}\")\n\nagent = Agent(\n    role=\"GitHub Agent\",\n    goal=\"Star repos on behalf of users\",\n    tools=tools, llm=...\n)\ntask = Task(description=\"Star composiohq\u002Fcomposio\", agent=agent, expected_output=\"done\")\nCrew(agents=[agent], tasks=[task]).kickoff()\n","python",[219,263,264,278,290,303,310,331,372,383,388,395,411,441,446,457,471,484,503,508,547],{"__ignoreMap":217},[222,265,266,269,272,275],{"class":224,"line":225},[222,267,268],{"class":248},"from",[222,270,271],{"class":252}," composio_crewai ",[222,273,274],{"class":248},"import",[222,276,277],{"class":252}," ComposioProvider\n",[222,279,280,282,285,287],{"class":224,"line":245},[222,281,268],{"class":248},[222,283,284],{"class":252}," composio ",[222,286,274],{"class":248},[222,288,289],{"class":252}," Composio\n",[222,291,293,295,298,300],{"class":224,"line":292},3,[222,294,268],{"class":248},[222,296,297],{"class":252}," crewai ",[222,299,274],{"class":248},[222,301,302],{"class":252}," Agent, Task, Crew\n",[222,304,306],{"class":224,"line":305},4,[222,307,309],{"emptyLinePlaceholder":308},true,"\n",[222,311,313,316,319,322,326,328],{"class":224,"line":312},5,[222,314,315],{"class":252},"composio ",[222,317,318],{"class":248},"=",[222,320,321],{"class":252}," Composio(",[222,323,325],{"class":324},"s4XuR","provider",[222,327,318],{"class":248},[222,329,330],{"class":252},"ComposioProvider())\n",[222,332,334,337,339,342,345,347,350,353,356,358,361,364,366,369],{"class":224,"line":333},6,[222,335,336],{"class":252},"session ",[222,338,318],{"class":248},[222,340,341],{"class":252}," composio.create(",[222,343,344],{"class":324},"user_id",[222,346,318],{"class":248},[222,348,349],{"class":232},"\"alice\"",[222,351,352],{"class":252},", ",[222,354,355],{"class":324},"toolkits",[222,357,318],{"class":248},[222,359,360],{"class":252},"[",[222,362,363],{"class":232},"\"github\"",[222,365,352],{"class":252},[222,367,368],{"class":232},"\"gmail\"",[222,370,371],{"class":252},"])\n",[222,373,375,378,380],{"class":224,"line":374},7,[222,376,377],{"class":252},"tools ",[222,379,318],{"class":248},[222,381,382],{"class":252}," session.tools()\n",[222,384,386],{"class":224,"line":385},8,[222,387,309],{"emptyLinePlaceholder":308},[222,389,391],{"class":224,"line":390},9,[222,392,394],{"class":393},"sJ8bj","# 手动授权（首次）\n",[222,396,398,401,403,406,408],{"class":224,"line":397},10,[222,399,400],{"class":252},"auth ",[222,402,318],{"class":248},[222,404,405],{"class":252}," session.authorize(",[222,407,363],{"class":232},[222,409,410],{"class":252},")\n",[222,412,414,418,421,424,427,430,433,436,439],{"class":224,"line":413},11,[222,415,417],{"class":416},"sj4cs","print",[222,419,420],{"class":252},"(",[222,422,423],{"class":248},"f",[222,425,426],{"class":232},"\"Visit: ",[222,428,429],{"class":416},"{",[222,431,432],{"class":252},"auth.redirect_url",[222,434,435],{"class":416},"}",[222,437,438],{"class":232},"\"",[222,440,410],{"class":252},[222,442,444],{"class":224,"line":443},12,[222,445,309],{"emptyLinePlaceholder":308},[222,447,449,452,454],{"class":224,"line":448},13,[222,450,451],{"class":252},"agent ",[222,453,318],{"class":248},[222,455,456],{"class":252}," Agent(\n",[222,458,460,463,465,468],{"class":224,"line":459},14,[222,461,462],{"class":324},"    role",[222,464,318],{"class":248},[222,466,467],{"class":232},"\"GitHub Agent\"",[222,469,470],{"class":252},",\n",[222,472,474,477,479,482],{"class":224,"line":473},15,[222,475,476],{"class":324},"    goal",[222,478,318],{"class":248},[222,480,481],{"class":232},"\"Star repos on behalf of users\"",[222,483,470],{"class":252},[222,485,487,490,492,495,498,500],{"class":224,"line":486},16,[222,488,489],{"class":324},"    tools",[222,491,318],{"class":248},[222,493,494],{"class":252},"tools, ",[222,496,497],{"class":324},"llm",[222,499,318],{"class":248},[222,501,502],{"class":416},"...\n",[222,504,506],{"class":224,"line":505},17,[222,507,410],{"class":252},[222,509,511,514,516,519,522,524,527,529,532,534,537,540,542,545],{"class":224,"line":510},18,[222,512,513],{"class":252},"task ",[222,515,318],{"class":248},[222,517,518],{"class":252}," Task(",[222,520,521],{"class":324},"description",[222,523,318],{"class":248},[222,525,526],{"class":232},"\"Star composiohq\u002Fcomposio\"",[222,528,352],{"class":252},[222,530,531],{"class":324},"agent",[222,533,318],{"class":248},[222,535,536],{"class":252},"agent, ",[222,538,539],{"class":324},"expected_output",[222,541,318],{"class":248},[222,543,544],{"class":232},"\"done\"",[222,546,410],{"class":252},[222,548,550,553,556,558,561,564,566],{"class":224,"line":549},19,[222,551,552],{"class":252},"Crew(",[222,554,555],{"class":324},"agents",[222,557,318],{"class":248},[222,559,560],{"class":252},"[agent], ",[222,562,563],{"class":324},"tasks",[222,565,318],{"class":248},[222,567,568],{"class":252},"[task]).kickoff()\n",[21,570,571],{"id":571},"对比",[573,574,575,596],"table",{},[576,577,578],"thead",{},[579,580,581,585,587,590,593],"tr",{},[582,583,584],"th",{},"维度",[582,586,12],{},[582,588,589],{},"Smithery",[582,591,592],{},"MCP Toolbox",[582,594,595],{},"LangChain Tools",[597,598,599,617,634,650,663,677,690,705,721],"tbody",{},[579,600,601,605,608,611,614],{},[602,603,604],"td",{},"集成数",[602,606,607],{},"1000+",[602,609,610],{},"MCP 注册中心",[602,612,613],{},"Google MCP 集合",[602,615,616],{},"~200",[579,618,619,622,625,628,631],{},[602,620,621],{},"OAuth 托管",[602,623,624],{},"✅ 旗舰",[602,626,627],{},"❌ 各 server 自管",[602,629,630],{},"❌",[602,632,633],{},"自己写",[579,635,636,639,642,645,647],{},[602,637,638],{},"框架兼容",[602,640,641],{},"MCP + LC + CrewAI + Autogen + OpenAI",[602,643,644],{},"MCP only",[602,646,644],{},[602,648,649],{},"LangChain only",[579,651,652,654,657,659,661],{},[602,653,56],{},[602,655,656],{},"✅",[602,658,630],{},[602,660,630],{},[602,662,630],{},[579,664,665,668,670,672,675],{},[602,666,667],{},"audit log",[602,669,656],{},[602,671,630],{},[602,673,674],{},"部分",[602,676,630],{},[579,678,679,682,684,686,688],{},[602,680,681],{},"企业 SSO",[602,683,656],{},[602,685,630],{},[602,687,630],{},[602,689,630],{},[579,691,692,695,697,699,702],{},[602,693,694],{},"自托管",[602,696,630],{},[602,698,674],{},[602,700,701],{},"✅ Apache 2.0",[602,703,704],{},"✅ MIT",[579,706,707,710,713,715,718],{},[602,708,709],{},"起价",[602,711,712],{},"Free + 按 action",[602,714,121],{},[602,716,717],{},"$0 OSS",[602,719,720],{},"$0",[579,722,723,726,729,732,735],{},[602,724,725],{},"适合",[602,727,728],{},"多 SaaS + 多框架",[602,730,731],{},"MCP server 发现",[602,733,734],{},"Google Cloud",[602,736,649],{},[21,738,739],{"id":739},"避坑",[36,741,742,748,754,763,768,774,780,786,792,798],{},[39,743,744,747],{},[42,745,746],{},"action 预算","：先估月度 action 量 + 选档，high-frequency 不要无脑用 Free",[39,749,750,753],{},[42,751,752],{},"OAuth scope 最小化","：只授权必需 scope，audit log 也更干净",[39,755,756,759,760,762],{},[42,757,758],{},"每用户 session","：multi-tenant 用 ",[219,761,344],{}," 隔离 OAuth + workspace",[39,764,765,767],{},[42,766,98],{},"：先看 JSON schema 文档 + 跑 unit test 验证",[39,769,770,773],{},[42,771,772],{},"冷门集成","：先 try Free 跑 demo 确认 action coverage 够",[39,775,776,779],{},[42,777,778],{},"fallback","：Composio 不可用要有 fallback（重试 + 备用 SDK）",[39,781,782,785],{},[42,783,784],{},"数据零云需求","：用 MCP server 自托管，不要用 Composio",[39,787,788,791],{},[42,789,790],{},"国内访问","：CDN 海外，国内 production 用 proxy \u002F 反代",[39,793,794,797],{},[42,795,796],{},"rate limit","：每个 SaaS 还有自己的 rate limit，Composio 不替你解决",[39,799,800,803],{},[42,801,802],{},"vendor lock","：业务核心要做迁移预案（abstract OAuth 层）",[21,805,807],{"id":806},"适合-不适合","适合 \u002F 不适合",[36,809,810,813,816,819,822,825,828,831,834],{},[39,811,812],{},"✅ 要造 agent 接多 SaaS 工具",[39,814,815],{},"✅ OAuth \u002F token refresh \u002F 错误重试不想自写",[39,817,818],{},"✅ 多框架兼容（不锁定）",[39,820,821],{},"✅ 企业 + 合规 + audit log",[39,823,824],{},"✅ 已有 MCP server 但想要更广覆盖",[39,826,827],{},"❌ 单一工具 high-frequency（自接 API 更便宜）",[39,829,830],{},"❌ 轻量 hobby project（LangChain 够用）",[39,832,833],{},"❌ 完全自托管 \u002F 数据零云",[39,835,836],{},"❌ 要 1000% 控制集成代码",[21,838,839],{"id":839},"相关阅读",[36,841,842,849,855],{},[39,843,844],{},[845,846,848],"a",{"href":847},"\u002Ftools\u002Fagent\u002Fprotocol\u002Fsmithery","Smithery 评测",[39,850,851],{},[845,852,854],{"href":853},"\u002Ftools\u002Fagent\u002Fprotocol\u002Fmcp-toolbox","MCP Toolbox 评测",[39,856,857],{},[845,858,860],{"href":859},"\u002Ftools\u002Fagent\u002Fplatform\u002Flangflow","Langflow 评测",[21,862,863],{"id":863},"来源",[865,866,867,875,882,889,896],"ol",{},[39,868,869,870],{},"Composio 官网 + Pricing ",[845,871,872],{"href":872,"rel":873},"https:\u002F\u002Fcomposio.dev",[874],"nofollow",[39,876,877,878],{},"Tooliverse — Composio Review 2026 + 8.56\u002F10 + 295 reviews ",[845,879,880],{"href":880,"rel":881},"https:\u002F\u002Ftooliverse.ai\u002Ftools\u002Fcomposio",[874],[39,883,884,885],{},"Sift AI — Composio Review 2026: Integration Platform for AI Agents ",[845,886,887],{"href":887,"rel":888},"https:\u002F\u002Fsiftaitools.com\u002Freviews\u002Fcomposio",[874],[39,890,891,892],{},"Toolradar — Composio Reviews + 4.9\u002F5 ",[845,893,894],{"href":894,"rel":895},"https:\u002F\u002Ftoolradar.com\u002Ftools\u002Fcomposio",[874],[39,897,898,899],{},"CrewAI Docs — Composio Tool 集成示例 + 250+ tools ",[845,900,901],{"href":901,"rel":902},"https:\u002F\u002Fdocs.crewai.com\u002Fen\u002Ftools\u002Fautomation\u002Fcomposiotool",[874],[904,905,906],"style",{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .s4XuR, html code.shiki .s4XuR{--shiki-default:#E36209;--shiki-dark:#FFAB70}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}",{"title":217,"searchDepth":292,"depth":292,"links":908},[909,910,911,912,913,914,915,916,917,918],{"id":23,"depth":245,"text":24},{"id":34,"depth":245,"text":34},{"id":114,"depth":245,"text":114},{"id":143,"depth":245,"text":144},{"id":209,"depth":245,"text":210},{"id":571,"depth":245,"text":571},{"id":739,"depth":245,"text":739},{"id":806,"depth":245,"text":807},{"id":839,"depth":245,"text":839},{"id":863,"depth":245,"text":863},"protocol","\u002Fimg\u002Ftools\u002Fcomposio.webp","Composio（composio.dev）真实评测：AI agent 集成基础设施层，把『agent 接入 1000-10,000+ 真实工具』的复杂度封装为一个 SDK。差异点：1000+ pre-built 集成（GitHub \u002F Slack \u002F Gmail \u002F Salesforce \u002F Notion \u002F Linear 等）+ 托管 OAuth（含自动 token refresh）+ 沙箱执行 + 细粒度权限 + 完整审计日志 + 框架无关（MCP \u002F LangChain \u002F CrewAI \u002F Autogen \u002F OpenAI Agents SDK \u002F Claude \u002F ChatGPT 都能用）+ Python \u002F TypeScript SDK + AWS \u002F Zoom \u002F Glean 等企业客户背书。",false,"md",[925,928,931,934],{"q":926,"a":927},"Composio 解决什么问题？","AI agent 在 production 撞墙最常见原因 = 『集成 + 认证基础设施』。每接一个工具（GitHub \u002F Slack \u002F Gmail \u002F Salesforce）要：写 OAuth flow + 保存 \u002F 刷新 token + 处理 rate limit + 写 JSON schema 给 LLM + 沙箱执行 + 错误重试。这些代码占了 agent 项目 50%+ 工程量。Composio 把这部分托管化，开发者只 import SDK 就能用 1000+ 工具，重心回到『agent 智能本身』。",{"q":929,"a":930},"和 MCP 是什么关系？","Composio 同时是 MCP server 提供方 + 自有 SDK。MCP 是 Anthropic 推出的开放协议，但 MCP server 仍需有人维护（GitHub MCP \u002F Slack MCP 等）。Composio 提供了 1000+ 工具的『大集合 MCP server』+ 还兼容 LangChain \u002F CrewAI \u002F OpenAI Agents SDK 等非 MCP 框架。所以可视为『MCP 协议 + 多框架原生 SDK』的双轨集成层。",{"q":932,"a":933},"和 LangChain native tools 怎么选？","LangChain 自带 ~200 tool，但很多是社区维护、OAuth 要自己处理、production 稳定性参差。Composio 用 1000+ 商业维护的集成 + 托管 OAuth + 企业级权限审计换更高费用。Hobby \u002F 学习项目 → LangChain native；production \u002F 多用户 \u002F 多 OAuth scope → Composio。",{"q":935,"a":936},"实际用起来贵不贵？","免费档对开发 \u002F 验证够用。生产部署 high-frequency 用例（如每分钟轮询 Gmail）会快速消耗 action 额度 → Growth\u002FEnterprise 起步。Tooliverse 评测明确指出『pricing scales steeply for high-frequency use cases』。低频 + 多样工具 → Composio 性价比高；高频 + 单工具 → 自接 API 更便宜。",[938],"en",{},"\u002Ftools\u002Fagent\u002Fprotocol\u002Fcomposio",[942,943,944],"api","sdk","mcp",[946,949,953],{"plan":121,"price":720,"features":947,"notes":948},"全部 1000+ 集成 + 限月度 action + Python\u002FTS SDK + MCP server","开发 \u002F 试水",{"plan":127,"price":950,"features":951,"notes":952},"按 action","更高 action 限额 + 更多并发 + 细粒度权限 + 团队","生产部署",{"plan":133,"price":954,"features":955,"notes":956},"联系销售","SSO + audit + 私有部署 + SLA + 自定义工具开发 + 专属支持","大客户","Free（有月度 action 限额）\u002F Growth 按 action 量阶梯 \u002F Enterprise 联系销售","2026-06-19",[960],"onboarding\u002Fagent-integration-layer",[962],"mcp-ecosystem-review",{"power":312,"ux":305,"price":305,"cn_support":292,"stability":305},{"title":12,"description":921},"agent\u002Fprotocol\u002Fcomposio",[967,970,972,974,976],{"name":968,"url":872,"accessed":969},"Composio 官网","2026-06-24",{"name":971,"url":880,"accessed":969},"Tooliverse — Composio Review 2026 Agent Tool Execution",{"name":973,"url":887,"accessed":969},"Sift AI — Composio Review 2026: Integration Platform",{"name":975,"url":894,"accessed":969},"Toolradar — Composio Reviews + 4.9\u002F5",{"name":977,"url":901,"accessed":969},"CrewAI Docs — Composio Tool 集成示例","tools\u002Fagent\u002Fprotocol\u002Fcomposio","AI Agent 集成中间件——1000+ 工具 + 托管 OAuth + 框架无关 + MCP + 沙箱执行",[981,982,944,983,984],"agent-infra","integrations","oauth","composio","Agent 开发的『集成中间件层』——免自己写 1000 个 OAuth + token refresh + JSON schema。AWS \u002F Zoom \u002F Glean 在用。要省钱 \u002F 自托管全部用 MCP server 自己接；要简单 LangChain 工具用 LangChain native tools。","vtYi8gv6tOz3yaPGR6QFD6enNUVQMS5KYZ27p5SUD8g",{"id":988,"title":589,"alternatives":989,"api_compatible":9,"body":991,"category":919,"chinese_friendly":292,"cover":1685,"description":1686,"domestic":922,"extension":923,"faq":1687,"free":922,"github":1640,"languages":1700,"lastVerified":9,"meta":1701,"models":9,"navigation":308,"notSuitable":9,"opensource":308,"path":847,"pillar":531,"platforms":1702,"priceTable":1707,"pricing":1723,"published":1724,"relatedPlaybooks":1725,"relatedReviews":1727,"score":1729,"self_host":308,"seo":1730,"seoTitle":9,"slug":14,"sources":1731,"stem":1744,"suitable":9,"tagline":1745,"tags":1746,"updated":969,"verdict":1750,"website":1633,"__hash__":1751},"tools\u002Ftools\u002Fagent\u002Fprotocol\u002Fsmithery.md",[965,15,990],"agent\u002Fdesktop\u002Fclaude-desktop",{"type":18,"value":992,"toc":1673},[993,995,1018,1021,1023,1096,1098,1123,1128,1132,1136,1167,1171,1197,1201,1327,1330,1332,1503,1505,1574,1576,1605,1607,1624,1626,1670],[21,994,24],{"id":23},[26,996,997,998,1001,1002,1005,1006,1009,1010,1013,1014,1017],{},"Smithery.ai 是 MCP server 的『npm registry + 一键安装器』，2024 年成立，2026 年已收录 3300+ MCP server。差异点：",[42,999,1000],{},"一键 CLI 安装","（",[219,1003,1004],{},"npx @smithery\u002Fcli install \u003Cserver> --client claude"," 自动改配置文件）+ ",[42,1007,1008],{},"远程托管","（Smithery infra 跑 server，HTTP 直连，无需本地 Node.js）+ ",[42,1011,1012],{},"本地分发","（TypeScript bundle 一键 import）+ ",[42,1015,1016],{},"自托管注册","（用 Smithery 做 directory，server 跑你自己机器）+ TypeScript \u002F Python SDK（FastMCP v1\u002Fv2）+ STDIO\u002FHTTP 传输 + 安全扫描 + 社区评分（winnoai 4.0\u002F5，108 reviews）。",[26,1019,1020],{},"适合：Claude Desktop \u002F Cursor \u002F Windsurf \u002F Cline \u002F Codex 等 MCP 客户端用户；MCP server 开发者要发布 + 一键分发；想快速试一个 MCP server 不愿意手写 JSON 的；MCP 生态调研。不适合：极致安全 + 闭源场景（用官方 MCP Registry 或自建）；TypeScript 之外的 server 一键分发（本地 bundle 当前 TS only）；创作者要直接分成（Smithery 无 monetization）。",[21,1022,34],{"id":34},[36,1024,1025,1031,1040,1046,1052,1057,1062,1067,1072,1078,1084,1090],{},[39,1026,1027,1030],{},[42,1028,1029],{},"3300+ MCP server 注册中心","（业界最大之一）",[39,1032,1033,1036,1037],{},[42,1034,1035],{},"CLI 一键安装","：",[219,1038,1039],{},"npx @smithery\u002Fcli install \u003Cserver> --client \u003Cclaude\u002Fcursor\u002Fwindsurf\u002Fcline\u002Fcodex>",[39,1041,1042,1045],{},[42,1043,1044],{},"三种部署","：远程托管 \u002F 本地分发 \u002F 自托管注册",[39,1047,1048,1051],{},[42,1049,1050],{},"多客户端兼容","：Claude Desktop \u002F Cursor \u002F Windsurf \u002F Cline \u002F Codex \u002F Continue 等",[39,1053,1054],{},[42,1055,1056],{},"TypeScript SDK + Python SDK（FastMCP v1\u002Fv2）",[39,1058,1059],{},[42,1060,1061],{},"STDIO + HTTP 传输",[39,1063,1064],{},[42,1065,1066],{},"安全扫描 + 版本管理 + 依赖解析",[39,1068,1069],{},[42,1070,1071],{},"社区评分 + reviews",[39,1073,1074,1077],{},[42,1075,1076],{},"分类浏览","：Development \u002F Productivity \u002F Data \u002F APIs",[39,1079,1080,1083],{},[42,1081,1082],{},"server 发布平台","：开发者 publish 自己的 server",[39,1085,1086,1089],{},[42,1087,1088],{},"基础分析","：调用量 \u002F 错误率",[39,1091,1092,1095],{},[42,1093,1094],{},"CLI 跨平台","：Win \u002F macOS \u002F Linux",[21,1097,114],{"id":114},[36,1099,1100,1105,1111,1117],{},[39,1101,1102,1104],{},[42,1103,121],{},"：$0；浏览全部 + 10 安装额度",[39,1106,1107,1110],{},[42,1108,1109],{},"Pro","：$19\u002Fmo；无限安装 + 自定义 server 托管 + 高级分析",[39,1112,1113,1116],{},[42,1114,1115],{},"Team","：$49\u002Fmo；SSO + 团队 server 注册",[39,1118,1119,1122],{},[42,1120,1121],{},"Hosted","：按用量；server 跑在 Smithery infra",[136,1124,1125],{},[26,1126,1127],{},"列出 server 永远免费、浏览永远免费；安装免费 server 有 10 次限额（Free 档）。Pro 主要解锁『无限安装 + 自定义 server 远程托管』。",[21,1129,1131],{"id":1130},"实测claude-desktop-5-个-server","实测（Claude Desktop + 5 个 server）",[26,1133,1134],{},[42,1135,149],{},[36,1137,1138,1141,1148,1151,1154,1161,1164],{},[39,1139,1140],{},"装 PostgreSQL \u002F GitHub \u002F Filesystem \u002F Slack \u002F Playwright server 全部 \u003C 30 秒",[39,1142,1143,1144,1147],{},"CLI 自动改 ",[219,1145,1146],{},"claude_desktop_config.json","，不用手写 JSON",[39,1149,1150],{},"远程托管让低配 Mac 也能跑重型 server",[39,1152,1153],{},"server 详情页有 README + 评分 + 示例 prompt，决策成本低",[39,1155,1156,1157,1160],{},"多客户端切换无痛（",[219,1158,1159],{},"--client cursor"," 换个 flag）",[39,1162,1163],{},"自托管 + 注册让企业既享发现又控运行",[39,1165,1166],{},"3300+ server 业界最广，长尾需求基本能找到",[26,1168,1169],{},[42,1170,180],{},[36,1172,1173,1176,1179,1182,1185,1188,1191,1194],{},[39,1174,1175],{},"2025-06 path traversal 漏洞（已修复，但提示要审 server）",[39,1177,1178],{},"server 质量参差，需自己看 GitHub star + 维护活跃度",[39,1180,1181],{},"部分 server 文档浅，参数靠猜",[39,1183,1184],{},"远程托管 server 偶有冷启动延迟",[39,1186,1187],{},"创作者无 monetization（开源情怀）",[39,1189,1190],{},"本地分发当前 TypeScript only",[39,1192,1193],{},"国内访问 Smithery infra 偶发慢",[39,1195,1196],{},"Free 档 10 次安装上限对长期用户太紧",[21,1198,1200],{"id":1199},"上手5-分钟","上手（5 分钟）",[212,1202,1204],{"className":214,"code":1203,"language":216,"meta":217,"style":217},"# 1. 安装 CLI\nnpm install -g @smithery\u002Fcli\n\n# 2. 搜索\nsmithery search postgres\n\n# 3. 装到 Claude Desktop\nsmithery install @modelcontextprotocol\u002Fserver-postgres --client claude\n\n# 4. 装到 Cursor\nsmithery install @modelcontextprotocol\u002Fserver-filesystem --client cursor\n\n# 5. 列出已装\nsmithery list --client claude\n\n# 发布自己的 server\nsmithery publish\n",[219,1205,1206,1211,1224,1228,1233,1244,1248,1253,1268,1272,1277,1291,1295,1300,1311,1315,1320],{"__ignoreMap":217},[222,1207,1208],{"class":224,"line":225},[222,1209,1210],{"class":393},"# 1. 安装 CLI\n",[222,1212,1213,1216,1218,1221],{"class":224,"line":245},[222,1214,1215],{"class":228},"npm",[222,1217,233],{"class":232},[222,1219,1220],{"class":416}," -g",[222,1222,1223],{"class":232}," @smithery\u002Fcli\n",[222,1225,1226],{"class":224,"line":292},[222,1227,309],{"emptyLinePlaceholder":308},[222,1229,1230],{"class":224,"line":305},[222,1231,1232],{"class":393},"# 2. 搜索\n",[222,1234,1235,1238,1241],{"class":224,"line":312},[222,1236,1237],{"class":228},"smithery",[222,1239,1240],{"class":232}," search",[222,1242,1243],{"class":232}," postgres\n",[222,1245,1246],{"class":224,"line":333},[222,1247,309],{"emptyLinePlaceholder":308},[222,1249,1250],{"class":224,"line":374},[222,1251,1252],{"class":393},"# 3. 装到 Claude Desktop\n",[222,1254,1255,1257,1259,1262,1265],{"class":224,"line":385},[222,1256,1237],{"class":228},[222,1258,233],{"class":232},[222,1260,1261],{"class":232}," @modelcontextprotocol\u002Fserver-postgres",[222,1263,1264],{"class":416}," --client",[222,1266,1267],{"class":232}," claude\n",[222,1269,1270],{"class":224,"line":390},[222,1271,309],{"emptyLinePlaceholder":308},[222,1273,1274],{"class":224,"line":397},[222,1275,1276],{"class":393},"# 4. 装到 Cursor\n",[222,1278,1279,1281,1283,1286,1288],{"class":224,"line":413},[222,1280,1237],{"class":228},[222,1282,233],{"class":232},[222,1284,1285],{"class":232}," @modelcontextprotocol\u002Fserver-filesystem",[222,1287,1264],{"class":416},[222,1289,1290],{"class":232}," cursor\n",[222,1292,1293],{"class":224,"line":443},[222,1294,309],{"emptyLinePlaceholder":308},[222,1296,1297],{"class":224,"line":448},[222,1298,1299],{"class":393},"# 5. 列出已装\n",[222,1301,1302,1304,1307,1309],{"class":224,"line":459},[222,1303,1237],{"class":228},[222,1305,1306],{"class":232}," list",[222,1308,1264],{"class":416},[222,1310,1267],{"class":232},[222,1312,1313],{"class":224,"line":473},[222,1314,309],{"emptyLinePlaceholder":308},[222,1316,1317],{"class":224,"line":486},[222,1318,1319],{"class":393},"# 发布自己的 server\n",[222,1321,1322,1324],{"class":224,"line":505},[222,1323,1237],{"class":228},[222,1325,1326],{"class":232}," publish\n",[26,1328,1329],{},"安装后重启 Claude \u002F Cursor \u002F Windsurf，MCP server 自动 spawn，模型即可调用。",[21,1331,571],{"id":571},[573,1333,1334,1352],{},[576,1335,1336],{},[579,1337,1338,1340,1342,1345,1348,1350],{},[582,1339,584],{},[582,1341,589],{},[582,1343,1344],{},"官方 MCP Registry",[582,1346,1347],{},"mcp.so",[582,1349,12],{},[582,1351,592],{},[597,1353,1354,1374,1390,1404,1423,1439,1454,1469,1484],{},[579,1355,1356,1359,1362,1365,1368,1371],{},[602,1357,1358],{},"server 数",[602,1360,1361],{},"3300+",[602,1363,1364],{},"命名空间验证",[602,1366,1367],{},"大目录",[602,1369,1370],{},"1000+ SaaS",[602,1372,1373],{},"42+ DB",[579,1375,1376,1379,1381,1383,1385,1388],{},[602,1377,1378],{},"一键 CLI",[602,1380,624],{},[602,1382,630],{},[602,1384,630],{},[602,1386,1387],{},"N\u002FA",[602,1389,1387],{},[579,1391,1392,1394,1396,1398,1400,1402],{},[602,1393,1008],{},[602,1395,656],{},[602,1397,630],{},[602,1399,630],{},[602,1401,656],{},[602,1403,694],{},[579,1405,1406,1409,1412,1415,1417,1420],{},[602,1407,1408],{},"多客户端配置",[602,1410,1411],{},"✅ 自动",[602,1413,1414],{},"❌ 手动",[602,1416,630],{},[602,1418,1419],{},"LC\u002FCrewAI\u002FAutogen",[602,1421,1422],{},"MCP",[579,1424,1425,1428,1430,1432,1434,1437],{},[602,1426,1427],{},"安全扫描",[602,1429,656],{},[602,1431,630],{},[602,1433,630],{},[602,1435,1436],{},"沙箱",[602,1438,630],{},[579,1440,1441,1443,1445,1448,1450,1452],{},[602,1442,694],{},[602,1444,656],{},[602,1446,1447],{},"✅ Docker",[602,1449,630],{},[602,1451,630],{},[602,1453,656],{},[579,1455,1456,1458,1460,1463,1465,1467],{},[602,1457,709],{},[602,1459,121],{},[602,1461,1462],{},"Free OSS",[602,1464,121],{},[602,1466,712],{},[602,1468,717],{},[579,1470,1471,1474,1476,1478,1480,1482],{},[602,1472,1473],{},"创作者分成",[602,1475,630],{},[602,1477,630],{},[602,1479,630],{},[602,1481,630],{},[602,1483,630],{},[579,1485,1486,1488,1491,1494,1497,1500],{},[602,1487,725],{},[602,1489,1490],{},"日常装 \u002F 发现",[602,1492,1493],{},"命名空间权威",[602,1495,1496],{},"大目录浏览",[602,1498,1499],{},"SaaS 集成",[602,1501,1502],{},"DB 网关",[21,1504,739],{"id":739},[36,1506,1507,1517,1527,1533,1539,1545,1551,1556,1562,1568],{},[39,1508,1509,1512,1513,1516],{},[42,1510,1511],{},"server 来源审查","：优先 ",[219,1514,1515],{},"@modelcontextprotocol\u002F*"," 等官方组织",[39,1518,1519,1522,1523,1526],{},[42,1520,1521],{},"锁定版本","：生产环境 ",[219,1524,1525],{},"--version"," 锁定，不要 latest",[39,1528,1529,1532],{},[42,1530,1531],{},"隔离 token","：每个 server 用独立 OAuth scope \u002F API key",[39,1534,1535,1538],{},[42,1536,1537],{},"filesystem server 路径限制","：明确白名单目录，避免 path traversal",[39,1540,1541,1544],{},[42,1542,1543],{},"远程托管延迟","：高频调用用本地；低频用 hosted 省心",[39,1546,1547,1550],{},[42,1548,1549],{},"重启客户端","：装完必须重启 Claude Desktop \u002F Cursor，否则不加载",[39,1552,1553,1555],{},[42,1554,790],{},"：CLI 走 npm registry 国内偶发慢，用 cnpm \u002F 镜像",[39,1557,1558,1561],{},[42,1559,1560],{},"付费档","：Pro 主要换『无限安装 + 自定义 server hosting』，没此需求 Free 够",[39,1563,1564,1567],{},[42,1565,1566],{},"官方 Registry 双重发布","：发布到 Smithery 同时发到 modelcontextprotocol.io，覆盖更广",[39,1569,1570,1573],{},[42,1571,1572],{},"2025-06 漏洞","：CLI 升到最新版（已修复）",[21,1575,807],{"id":806},[36,1577,1578,1581,1584,1587,1590,1593,1596,1599,1602],{},[39,1579,1580],{},"✅ Claude Desktop \u002F Cursor \u002F Windsurf \u002F Cline \u002F Codex 用户",[39,1582,1583],{},"✅ 快速试 server 不愿手写 JSON",[39,1585,1586],{},"✅ MCP server 开发者要分发",[39,1588,1589],{},"✅ MCP 生态调研",[39,1591,1592],{},"✅ 团队共享 server 注册",[39,1594,1595],{},"❌ 极致安全 + 闭源（用官方 Registry \u002F 自建）",[39,1597,1598],{},"❌ 创作者要分成（Smithery 无 monetization）",[39,1600,1601],{},"❌ 非 TypeScript server 本地分发",[39,1603,1604],{},"❌ 完全离线 \u002F 内网（注册中心在公网）",[21,1606,839],{"id":839},[36,1608,1609,1614,1618],{},[39,1610,1611],{},[845,1612,1613],{"href":940},"Composio 评测",[39,1615,1616],{},[845,1617,854],{"href":853},[39,1619,1620],{},[845,1621,1623],{"href":1622},"\u002Ftools\u002Fagent\u002Fdesktop\u002Fclaude-desktop","Claude Desktop 评测",[21,1625,863],{"id":863},[865,1627,1628,1635,1642,1649,1656,1663],{},[39,1629,1630,1631],{},"Smithery 官网 + Pricing ",[845,1632,1633],{"href":1633,"rel":1634},"https:\u002F\u002Fsmithery.ai",[874],[39,1636,1637,1638],{},"Smithery CLI GitHub ",[845,1639,1640],{"href":1640,"rel":1641},"https:\u002F\u002Fgithub.com\u002Fsmithery-ai\u002Fcli",[874],[39,1643,1644,1645],{},"winnoai — Smithery Review 2026 + 4.0\u002F5 + 108 reviews ",[845,1646,1647],{"href":1647,"rel":1648},"https:\u002F\u002Fwinnoai.com\u002Fen\u002Ftools\u002Fsmithery",[874],[39,1650,1651,1652],{},"MCPize — Smithery Complete Guide 2026 + 3305 server + path traversal 漏洞 ",[845,1653,1654],{"href":1654,"rel":1655},"https:\u002F\u002Fmcpize.com\u002Falternatives\u002Fsmithery",[874],[39,1657,1658,1659],{},"Augment Code — Official MCP Registry 对比 ",[845,1660,1661],{"href":1661,"rel":1662},"https:\u002F\u002Fwww.augmentcode.com\u002Fmcp\u002Fmcp-registry",[874],[39,1664,1665,1666],{},"CallSphere — MCP Registry Catalogs 2026 (Smithery vs mcp.so) ",[845,1667,1668],{"href":1668,"rel":1669},"https:\u002F\u002Fcallsphere.ai\u002Fblog\u002Fvw4g-mcp-registry-catalogs-smithery-mcp-so-comparison-2026",[874],[904,1671,1672],{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":217,"searchDepth":292,"depth":292,"links":1674},[1675,1676,1677,1678,1679,1680,1681,1682,1683,1684],{"id":23,"depth":245,"text":24},{"id":34,"depth":245,"text":34},{"id":114,"depth":245,"text":114},{"id":1130,"depth":245,"text":1131},{"id":1199,"depth":245,"text":1200},{"id":571,"depth":245,"text":571},{"id":739,"depth":245,"text":739},{"id":806,"depth":245,"text":807},{"id":839,"depth":245,"text":839},{"id":863,"depth":245,"text":863},"\u002Fimg\u002Ftools\u002Fsmithery.webp","Smithery.ai 真实评测：MCP server 的『npm registry』，2024 年成立，2026 年已收录 3300+ MCP server。差异点：一键 CLI 安装到 Claude Desktop \u002F Cursor \u002F Windsurf \u002F Cline \u002F Codex 等 MCP 客户端 + 远程托管（Smithery infra 自动扩缩）+ 本地分发（TypeScript bundle）+ 自托管注册 + TypeScript \u002F Python SDK（FastMCP v1\u002Fv2）+ STDIO\u002FHTTP 传输 + 安全扫描 + 社区评分。",[1688,1691,1694,1697],{"q":1689,"a":1690},"Smithery 解决什么问题？","MCP（Model Context Protocol）是 Anthropic 2024 开源的标准，让 AI 模型通过统一协议调用外部工具。问题是每个 MCP server 要单独 clone \u002F 配 npm \u002F 改 Claude Desktop JSON \u002F 启动——每接一个 server 要 10-20 分钟。Smithery 做三件事：(1) Registry：收录 3300+ MCP server，按类别 \u002F 评分搜索；(2) 一键安装 CLI：`npx @smithery\u002Fcli install \u003Cserver> --client claude` 自动改 Claude\u002FCursor\u002FWindsurf 配置文件；(3) 远程托管：把 server 跑在 Smithery infra，AI 客户端用 HTTP 直连，无需本地 Node.js。",{"q":1692,"a":1693},"和 mcp.so \u002F 官方 MCP Registry \u002F Glama \u002F PulseMCP 怎么选？","2026 年 MCP 注册中心已经四分天下：(1) 官方 MCP Registry（modelcontextprotocol.io）= 命名空间验证 + REST API，6.6K star，权威但没有一键安装；(2) Smithery = 一键 CLI + 远程托管 + 3300+ server，体验最好但创作者不分成；(3) mcp.so \u002F Glama = 大目录，无 CLI 集成；(4) PulseMCP = 偏新闻 + 趋势。日常装 server 用 Smithery，发布到官方注册中心扩大影响力。",{"q":1695,"a":1696},"Smithery 装的 server 安全吗？","Smithery 本身只做索引 + CLI 安装，server 代码是社区上传。2025-06 GitGuardian 披露过 Smithery 平台 path traversal 漏洞（已修复）。建议：(1) 只装 star 多 \u002F 社区评分高的 server；(2) 看 GitHub repo 是否来自官方组织（如 `@modelcontextprotocol\u002F*`）；(3) 生产环境用自托管 + 锁定版本 + 启动前 audit；(4) 启用 Smithery 安全扫描 + Pro 档的 server 审核报告。",{"q":1698,"a":1699},"和 Composio \u002F MCP Toolbox 怎么选？","Smithery = 『去哪儿找 MCP server + 一键装』；Composio = 『1000+ SaaS 工具 + 托管 OAuth + 多框架』；MCP Toolbox = 『42+ 数据源 + 连接池 + IAM』。三者互补：用 Smithery 找 server \u002F Composio 集成 SaaS \u002F Toolbox 接数据库。Claude Desktop \u002F Cursor 用户日常先装 Smithery；生产 agent 平台叠加 Composio + Toolbox。",[938],{},[1703,1704,1705,1706],"windows","macos","linux","web",[1708,1711,1715,1719],{"plan":121,"price":720,"features":1709,"notes":1710},"浏览全部 server + 10 安装额度 + 基础分析 + 社区支持","学习 \u002F 试水",{"plan":1109,"price":1712,"features":1713,"notes":1714},"$19\u002Fmo","无限安装 + 高级分析 + 优先支持 + 自定义 server 托管","个人开发者",{"plan":1115,"price":1716,"features":1717,"notes":1718},"$49\u002Fmo","团队管理 + 共享 server 注册 + SSO + 专属支持","团队部署",{"plan":1121,"price":1720,"features":1721,"notes":1722},"按用量","Smithery 远程托管 server + 自动扩缩 + 监控","生产 server","免费浏览 + 免费列出 \u002F Pro $19\u002Fmo 无限安装 \u002F Team $49\u002Fmo \u002F 托管按用量","2026-06-21",[1726],"onboarding\u002Fmcp-server-selection",[1728,962],"claude-skills-practice",{"power":305,"ux":305,"price":312,"cn_support":292,"stability":292},{"title":589,"description":1686},[1732,1734,1736,1738,1740,1742],{"name":1733,"url":1633,"accessed":969},"Smithery 官网",{"name":1735,"url":1640,"accessed":969},"Smithery CLI GitHub",{"name":1737,"url":1647,"accessed":969},"winnoai — Smithery Review 2026 + 4.0\u002F5 + 108",{"name":1739,"url":1654,"accessed":969},"MCPize — Smithery Complete Guide 2026",{"name":1741,"url":1661,"accessed":969},"Augment Code — Official MCP Registry",{"name":1743,"url":1668,"accessed":969},"CallSphere — MCP Registry Catalogs 2026","tools\u002Fagent\u002Fprotocol\u002Fsmithery","MCP server 注册中心——3300+ server + 一键安装 + 远程托管 + CLI + 多客户端",[944,919,1747,1748,1749],"server-registry","marketplace","opensource","MCP 生态的 npm + 一键安装器。3300+ server 业界最广，找 server 用它没毛病。但 server 质量参差，生产用要自己审 + 注意 2025-06 的 path traversal 漏洞史。","1LU-At45Z7D5xcFgbwR0CaR2HAVwXG-4iFWoklIByrA",1784565440681]